{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Wall time: 11.7 s\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "%time from hikyuu.interactive.interactive import *"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1 简单示例\n",
    "========\n",
    "\n",
    "查询并绘制上证指数最后100个交易日的K线数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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o5+QpJwMw6oFRvL3obXa4fgeGXjOUcx49B4ArnruCqglVDLthGN/r/702SxIa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\nAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1a5c5634390>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = sm['sh000001']\n",
    "k = s.getKData(Query(-100))  \n",
    "k.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "2 查看与遍历K线数据\n",
    "==========\n",
    "\n",
    "K线数据可以象list一样遍历和查看具体值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "KData{\n",
      "  size : 100\n",
      "  stock: Stock(SH, 000001, 上证指数, 指数, 1, 1990-12-19 0:0, +infinity),\n",
      "  query: KQuery(-100, 9223372036854775807, INDEX, DAY, NO_RECOVER)\n",
      " }\n"
     ]
    }
   ],
   "source": [
    "s = sm['sh000001']\n",
    "k = s.getKData(Query(-100))  \n",
    "print(k)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<KRecord(Datetime(201704180000), 3215.4000, 3225.0500, 3196.4900, 3196.7100, 21186676.3000, 188661353.0000)>,\n",
       " <KRecord(Datetime(201704190000), 3184.6700, 3189.4400, 3147.0700, 3170.6900, 22580605.7000, 213238075.0000)>,\n",
       " <KRecord(Datetime(201704200000), 3165.6700, 3178.1800, 3148.1800, 3172.1000, 22009823.2000, 190873985.0000)>,\n",
       " <KRecord(Datetime(201704210000), 3170.2900, 3180.7900, 3158.6300, 3173.1500, 18413143.6000, 164761740.0000)>,\n",
       " <KRecord(Datetime(201704240000), 3164.2500, 3164.2500, 3111.2100, 3129.5300, 19784525.4000, 186277434.0000)>]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#查看最后5个交易日的K线值\n",
    "k[-5:]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3288.9700000000003\n"
     ]
    }
   ],
   "source": [
    "#遍历查询最大收盘价\n",
    "max_close = 0\n",
    "for v in k:\n",
    "    if v.closePrice > max_close:\n",
    "        max_close = v.closePrice\n",
    "print(max_close)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "K线数据（KData）其实是有KRecord组成的数组，KRecord的属性如下："
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "日期 -  2016-11-24 0:0\n",
      "开盘价 -  3237.4300000000003\n",
      "最高价 -  3257.86\n",
      "最低价 -  3232.87\n",
      "收盘价 -  3241.7400000000002\n",
      "成交金额 -  26722471.1\n",
      "成交量 -  232324527.0\n"
     ]
    }
   ],
   "source": [
    "print(\"日期 - \", k[0].datetime)\n",
    "print(\"开盘价 - \", k[0].openPrice)\n",
    "print(\"最高价 - \", k[0].highPrice)\n",
    "print(\"最低价 - \", k[0].lowPrice)\n",
    "print(\"收盘价 - \", k[0].closePrice)\n",
    "print(\"成交金额 - \", k[0].transAmount)\n",
    "print(\"成交量 - \", k[0].transCount)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3 Query详解\n",
    "========\n",
    "\n",
    "获取Stock的K线数据，需要指定查询条件，可按索引和日期两种方式查询。\n",
    "\n",
    "构建按索引方式查询条件：Query(start=0, end=None , kType=Query.DAY, recoverType=Query.NO_RECOVER)\n",
    "\n",
    "构建按日期方式查询条件：QueryByDate(start=None, end=None, kType=Query.DAY, recoverType=Query.NO_RECOVER)\n",
    "\n",
    "其中，索引遵循Python的惯用方式，即以0位起始，以[start, end)的方式查询，支持负数表示倒叙; 按日期查询同样遵循[start, end)惯例。\n",
    "\n",
    "kType: 为K线数据类型（日线、分钟线、周线等）:\n",
    "\n",
    "    - Query.DAY      日线\n",
    "    - Query.WEEK     周线\n",
    "    - Query.MONTH    月线\n",
    "    - Query.QUARTER  季线\n",
    "    - Query.HALFYEAR 半年线\n",
    "    - Query.YEAR     年线\n",
    "    - Query.MIN      1分钟线\n",
    "    - Query.MIN5     5分钟线\n",
    "    - Query.MIN15    15分钟线\n",
    "    - Query.MIN30    30分钟线\n",
    "    - Query.MIN60    60分钟线\n",
    "    \n",
    "recoverType：为复权类型（不复权、前向复权、后向复权、等比前向复权、等比后向复权），仅支持日线复权：\n",
    "\n",
    "    - Query.NO_RECOVER     不复权\n",
    "    - Query.FORWARD        前向复权\n",
    "    - Query.BACKWARD       后向复权\n",
    "    - Query.EQUAL_FORWARD  等比前向复权\n",
    "    - Query.EQUAL_BACKWARD 等比后向复权"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3.1 按索引方式查询K线数据\n",
    "-------------------------"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#查询股票前100个交易日的K线数据\n",
    "k = s.getKData(Query(0, 100))\n",
    "\n",
    "#查询股票最后100个交易日K线数据\n",
    "k = s.getKData(Query(-100))\n",
    "\n",
    "#查询股票第199个交易日到第209个交易日的K线数据\n",
    "k = s.getKData(Query(200, 210))\n",
    "\n",
    "#查询股票倒数第100个交易日至倒数第10个交易日的K线数据\n",
    "k = s.getKData(Query(-100, -10))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "3.2 按日期方式查询K线数据\n",
    "--------------------------\n",
    "\n",
    "按日期查询同样遵循 [start, end) 惯例。\n",
    "\n",
    "日期类型为Hikyuu库中定义的 Datetime，其记录的是“年月日时分”。可使用Python的datetime类型、日期字符串或数字表示法进行构建:\n",
    "\n",
    "- Datetime(datetime.date(2017,1,1))  - 从Python的datetime构建\n",
    "- Datetime('2017-1-1 9:35') - 通过日期字符串构建\n",
    "- Datetime(201701010935) - 通过数字进行构建，数字格式须如“yyyymmddhhmm”（4位年份2位月份2位小时数2位分钟数）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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Pj33MY48B73ufec7jjgM2bCi8/zOfMftb7M03gVdfBe69F5tfeqm57eijzWcmSLP+T65v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\nO/8DLHtkj703fDgAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1a5eb424940>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#查询2017年1月1日至今的日线数据\n",
    "k = s.getKData(QueryByDate(Datetime(201701010000)))\n",
    "\n",
    "#查询2017年1月1日至3月31日日线数据\n",
    "k = s.getKData(QueryByDate(Datetime(201701010000), Datetime(201704010000)))\n",
    "\n",
    "#查询2017年1月5日1分钟线数据\n",
    "k = s.getKData(QueryByDate(Datetime(201701050000), Datetime(201701060000), kType=Query.MIN))\n",
    "k.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "3.3 查询复权日线\n",
    "----------------"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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+GUJbQjh7n2+L6ImHTcS4J8fhouEXJX89MWPcsn1LtBBd1bwKry9/HRWl7Yva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\nDwSlWVMXM/cuAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1a5ebf3b080>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "s = sm['sz000603']\n",
    "\n",
    "#查询股票最后100个交易日K线数据，不复权\n",
    "k = s.getKData(Query(-100))\n",
    "k.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": 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msg4HKhljNLZ6rKa9OU2n7HKKGl9v1HHbH5fy9b748YsasekIP7+iDq/1mBHH\ndOijG3z1YD1y0iMdXnNZnzK9+PGLOmzYYZrzxRy123at33t9vfDRC9p9q91lZHTfnPs0asuuR38b\nGbXbdl39/NUaucXIxMzkX5//qx49+dGMs3bxMVYMqNDCCxYmLj/t36fpwCEHJorS+BibWpq0pn2N\nVqxeobmL5qq8rFxvf/a2Bm08SButv5Hueece7bbFbln9bh6Z/4hGbzNaj73/mLbfbHvdN+e+Lruu\nO7dNPPuTZxP/P6Vpip5d+GzKorTz/cr6lOmdL97R8m+Wq2/vvnrzsze7HOC1YMkCta1q0/Hbr+td\nvWjvi7Tdtdvpjh92LA5TPV/c5QddrssP8vqgF7Qt0IFTD+xSlP7zjX/q9rdu1/3/c39ihrpv775a\nvnq55i6aq+GbDNcrn76SshXgr8//VY+f8rjqxtbp6DvW/b72G7yfjrnzGJ2yyymJy774+gu123ZV\nb1ytE+8+Ue22XW0r23TfnPsSbSzpfLD4A/Xr208VAyr03MLntEGfDTq0Y6zfZ30tXLJQny3/TJv2\n21SvtXgHCU44YELiNqneew2zGnTxvhdrTfuaxMzuWru2y2oa2YrkwU+sZwg/yBc3EMf0rnnhGjW1\nNOn8mecndv01tzVr1y121Uk7n6QdrttBx911nG488kZJ0uPvP65hk4bp3nfu1UWPXqThk4Zr5ZqV\nkqSbXrtJPxn5kw6PXz+2Xv9Z+B9t89dt9Pbnb+uCvS7oMob4rvxnP3xWN756o6a/PT0xluSj8iVp\n2bJlif9/4aMXEgeuXH3I1br+5eu1zV+3Ub8+/XTCjid0eZ6FSxbq3IfO1c93/3mHy5MLkfjyVtZa\nTWmaomGThunFj1/UCXefoL1u3Cvl2OP3P/qOo7V4xWJdMvYSPf7B4xpy9RCdePeJmnrMVPXu1VuP\nvv+oqq6q0rf/9m2tWLNCv9n7N10ez8omWh+mvTlNN712k2567abErtH4wT6n33+65i6aqzlfzNGw\nScM06cVJuuqFqzR80vDEQTSdf7+St4v36QVP66SdT1LFgAoNuXqIdp+8u07d5VTtufWeWvjVQtX8\nvUbDJw33nvvIm7qMMdnyb5brlPtO0fUvX68DhhygaW9O05wv5ui+Ofd1OPhpt3/sppPvPVnPLXxO\nwycNT7l8Vdx9c+7Tlc9dKUk66o6jtP+U/bVwyUINnzRcf3n2L9pv8H46aMhBGvG3Edrp+p20S8Uu\nid3ncb9IoYLYAAAgAElEQVQd/VvdeeydiT7dppYm/fieH+vyAy/XZc9cpj8+8UctXbW0Qw794sFf\naNikYWq37Ro+aXiihzOV5rZmnXKvVzTW/rtWc76Yox2v31HDJw3Xrx7+lcr6lOm6w67Tof88VNtd\nu51eb31dDfs1dHiMxSsWq6xPmcr6lGnlmpXq27uv1ravVdvKNk1pmqIxVWP0hyf+oOGbDNdeW++l\nAesN0NWHeLPs0344TZOPmKyz9zhbT5z6hDbtt6mWfbNM35/2/ZQHP7WtbNO+jftq2KRhuujRizT9\nuOkdftdDBg7RRd+9SLtP3l0j/jZC7bZd5+2V/vVLXk9628o27VO1j8rLyrXXVntp6DVDNf3t6Tpp\n55My3jedopyStP6petWPrff3YPX13k8AOAgCfpAvbiCO7sg1lnMXzdUPp/9Q1x9+vUZvMzpxud9d\n+fl2/F3H68Yjb9R/P/+vRlaOTMyEXTLrEs2cN1N7bb2Xrjz4yiKPUjry9iN1/wn3a9wj43RazWla\nvHKxZs6bqbHVY/WzGT/TZftf1qVYLIYpTVP09IKn9fHSjzXp0EkatskwLftmmeofq9dXa7/SP474\nR9HG9sC7D+jVT1/V16u/1kPzHtIf9v2DdzDXfy7X/+77vzpw6IGaMHtCYgmmU+49Rbcec6sanmrQ\nQ/Me0gZ9N1C7bVcv00tlfcr00I8fKtpr8SPTKUkjWZgCAKJpbfvarA7gAgrF2nUz5FGRqTCN5K58\nAEA0UZQibKJWlHYnkoUpvWbwg3xxA3F0B7FEEMijcIpkYQoAAIDwiWRhygEQ8IN8cQNxdAexRBDI\no3CKZGEKAACA8IlkYUpfCfwgX9xAHN1BLBEE8iicIlmYAgAAIHwiWZjSVwI/yBc3EEd3EEsEgTwK\np/AXptXVkjFSQ4P3b3V1sUcEAACAPAh/YbpggWTtup8FC3r8kPSVwA/yxQ3E0R3EEkEgj8Ip/IUp\nAAAAIiGShSl9JfCDfHEDcXQHsUQQyKNwimRhCgAAgPDpU+wB5KpyYqVal7cmtiv6V6hlXEtW921r\na+ObErJGvriBOLqDWCII5FE4leyMaXJRmmobAAAApaVkC9Oe4BsS/CBf3EAc3UEsEQTyKJwiWZgC\nAAAgfCJZmLJ2GfwgX9xAHN1BLBEE8iicIlmYAgAAIHwiWZjSVwI/yBc3EEd3EEsEgTwKp0gWpgAA\nAAifSBam9JXAD/LFDcTRHcQSQSCPwimShSkAAADCJ5KFKX0l8IN8cQNxdAexRBDIo3CKZGEKAACA\n8IlkYUpfCfwgX9xAHN1BLBEE8iicClqYVk6slGkwapjVINNgVDmxssttGpsaCzkkAAAAhERBC9PW\n5a0ZtyWpua057+OgrwR+kC9uII7uIJYIAnkUTpHclQ8AAIDwCU1hms1u/qDQVwI/yBc3EEd3EEsE\ngTwKp9AUptns5gcAAIC7QlOYFhJ9JfCDfHEDcXQHsUQQyKNwimRhCgAAgPApaGFa0b8i43ah0FcC\nP8gXNxBHdxBLBIE8Cqc+hXyylnEtkqT6p+pVP7a+kE8NAACAkIvkrnz6SuAH+eIG4ugOYokgkEfh\nlHVhaowpM8YMy+dgAAAAEF3dFqbGmA2NMfdKapV0UewyY4y52hgz1xjzujFmr3wPNEj0lcAP8sUN\nxNEdxBJBII/CKZsZ03ZJ10i6IOmyUyVtZa0dLqlW0s1+nrS6vNrPzQEAABAB3Ram1trl1tonJa1N\nuniUpIdi178maY0xZnC2T1pbU5v9CKuqJGPW/VRVZX/fNOgrgR/kixuIozuIJYJAHoVTrgc/vS3p\nCGNMH2PMCEnVkjYLbFTJmpsla6W6Ou/f5ua8PA0AAACKK9fCdLKkTyS9LulCSXMkLQpqUPlGXwn8\nIF/cQBzdQSwRBPIonHJax9Rau0bSLyTJGLOepHclLex8u6FDh2r8+PEqKyuTJI0aNUqjR49OTJ/H\nkyK+XVNeI0lqamtKeX1Pb985CbO9PdvR3o4Ly3jYzm172bJloRoP22yzXdztZcuWhWo8Lm/PmDFD\ns2fPTtSDmRhrbbc3kiRjzKmSRltrzzDGlMnrOV0j6VJJ/a21F6S4j8368RtMl8tsXdJ96+u9n2xv\nDwAAgNAxxsha27WQUxYzpsaYAZJekzRAUpkxZoykyyWNl7SepCclnRXccAEAABBF3Ram1tplklIt\nrD85+OEURltbW2J6GegO+eIG4ugOYokgkEfhFMlTkgIAACB8IlmY8g0JfpAvbiCO7iCWCAJ5FE6R\nLEwBAAAQPpEsTDsvAwRkQr64gTi6g1giCORROEWyMAUAAED4RLIwpa8EfpAvbiCO7iCWCAJ5FE6R\nLEwBAAAQPqVTmFZXB/ZQ9JXAD/LFDcTRHcQSQSCPwql0CtPa2mKPAAAAAHlUOoVpgOgrgR/kixuI\nozuIJYJAHoVTyRamFf0rMm4DAACgtJRsYdoyrkW2zqpuTJ1snVXLuJas70tfCfwgX9xAHN1BLBEE\n8iicSrYwBQAAgFsiWZjSVwI/yBc3EEd3EEsEgTwKp0gWpgAAAAifSBam9JXAD/LFDcTRHcQSQSCP\nwimShSkAAADCJ5KFKX0l8IN8cQNxdAexRBDIo3Aq+cK0ury62EMAAABAAEq+MK2tqfV9H/pK4Af5\n4gbi6A5iiSCQR+EUmsKUMzkBAABEm7HW5u/BjbF+H7/+qXrVj63Pz4AAAABQVMYYWWtNqutCM2MK\nAACAaHO6MG1sakx5eduddxZ2IChp9CG5gTi6g1giCORRODldmDa3Nae+oqWloOMAAABA95wuTNMp\nX7y42ENACWGtOzcQR3cQSwSBPAqnSBamAAAACJ9IFqZtAwcWewgoIfQhuYE4uoNYIgjkUThFsjAF\nAABA+PQp9gDyoXJipVqXt0qSGmY1qKJ/hVrGrTvgiR5T+EEfkhuIozuIJYJAHoWTkzOm8aI03TYA\nAADCx8nCtDv0mMIP+pDcQBzdQSwRBPIonCJZmAIAACB8nOwx7U6qHtPkvtTOPamINvqQ3EAc3UEs\nEQTyKJyYMY1J7kOlJxUAAKDwolWYVldLxqjt3/+WjPG2gW7Qh+QG4ugOYokgkEfhFK1d+QsWSNZK\nbW1SeblXnAIAACAUolWYVlVJxqg8eRvoBn1IbiCO7iCWCAJ5FE5O7sqv6F+Reru52Zsxravz/m1u\nLvjYAAAAkJqThWnLuBbZOqu6MXWydbbLEfasYwo/6ENyA3F0B7FEEMijcHKyMAUAAEDpCV1hWl1e\nnffnKN9447w/B9xBH5IbiKM7iCWCQB6FU+gK09qa2gI8SQGeAwAAAL6ErjAthKL3lTQ2Fvf54UvR\n8wWBII7uIJYIAnkUTk4XpoVoC8gJqwEAAAB04XRhmq4tgL4S+EG+uIE4uoNYIgjkUTg5XZgCAACg\ndESyMC3FvpLGpsZiDyGySjFf0BVxdAexRBDIo3CKZGFaiprbmos9BAAAgLyKZGFKXwn8IF/cQBzd\nQSz9YY9bauRROEWyMAUAICrY44ZSEsnClL4S+EG+uIE4uoNYIgjkUThFsjAFAABA+ESyMKWvBH6Q\nL24gju4glggCeRROkSxMAQAAED5ZF6bGmDJjzLB8DqZQ6CuBH+SLG4ijO4glgkAehVO3hakxZkNj\nzL2SWiVdlHT5X4wx84wx7xpjfpDPQUZGY2OxRwAAAFA02cyYtku6RtIF8QuMMftK2lvScElHSLou\nL6PLk9D2lTQ3F3sESCG0+QJfiKM7iCWCQB6FU7eFqbV2ubX2SUlrky5eFbuvlbSBpJb8DA8AAHSH\nRfThipwOfrLWviDp/0l6XtLNkk4IclD5VpC+klS75aurJWOkhgbv3+rq/I8DPUYfkhuIozuIZVcs\nou8feRROORWmxphBkvaVdJak6ZLOC3JQTki1W37BAsnadT8LFhR8WAAAAGHVJ8f7nS3pXmttk6Qm\nY8zrxpjtrLXvJt9o6NChGj9+vMrKyiRJo0aN0ujRoxN9HfFvK2HZrimvkSQ1tTXl5/lqaqS2tvTb\nAwd23G5r0w+n/1BPfPqEJOmZuc/o7uPvDs3vi222S2k7fllYxsN27tvl5eWhGk8YtgeageR3Dttx\nYRmPq9szZszQ7NmzE/VgJsZa2+2NJMkYc6qkva21ZxpjGiQNstb+xBizhaTXJI201n7a6T4228cv\nNtNgOmzbuh6Ou77e++nwJMabKU23neI+gY8LAOCc+qfqVT+23vd1QDEYY2StNamuy2a5qAHGmPck\nTZB0nDFmrqRXJW1ujGmW9Jik8Z2L0jDr/E0JyIR8cQNxdAexRBDIo3Dqdle+tXaZpFQL6/87+OEA\nAAAgqiJ5StLknjOgO+SLG4ijO4glgkAehVMkC9Oiqary+krjP1VV3uUsIwUAABDNwrRofSXNzd7B\nTnV13r/xJaVYRirU6ENyA3F0B7HsqHJipRpmNcg0GFVOrCz2cEoGeRROkSxMAQDuierZj1qXt6b8\nf6AURbIwzXtfSXU1u+UdQh+SG4ijO9LFkrMfwQ8+E8IpkoVp3iXvmme3PAAgKClOd13RvyLl/wOl\nKJKFaej6StIdFIVQCF2+ICfE0R2RjmWK0123jGtR3Zg62TqrlnEthR9TiYp0HoVYJAvTouu8ez/d\nQVEAAAAREsnCtOh9JbW1xX1++FL0fEEgiKM7iCWCQB6FUyQL01Ry7dEJ9ChQDpQCAASkcmKlTINh\nKSmUlEgWpqn6SnLt0Qn0KFBmUkOJPiQ3EEd3EMvsdF46iqWkOiKPwimShWlOUhwJCQAAgOBEsjBN\n11dSXV6d/k4ckBRZ9CG5gTi6g1giCORROEWyME2ntqa22EMAAACIrEgWpvSVwA/yxQ3E0R3EEkEg\nj8IpkoUpAAAAwqdPsQdQDEH0lVROrEwc4dgwq0EV/SvWHc0fP5NT/P9R0uhDcgNxdAexRBDIo3Bi\nxjRHGZfhaG7mLE4AkC+skgI4K5KFKX0l8IN8cQNxdEfbkiXFHgIcwGdCOEWyMAUAAED4RLIwpa8E\nfpAvbiCO7ihfvLjYQ4AD+EwIp0gWpgAAAAifSBam9JXAD/LFDcTRHW0DBxZ7CNHl0IFnfCaEUyQL\n0yBU9K/IuA0AQJg1NjX6vxMrzSDPWMc0R/E1S+ufqlf92PoePx7Ciz4kNxBHd9BjGozmtuZiD6Go\n+EwIJ2ZMAQBAQk4zqUBAIlmY+uorqa72zuLU0OD9W12dr2EhpOhDcgNxdAc9pvkVlZlUPhPCKZK7\n8n1ZsMA7g1Nc/FSjAACERHV5dbGHAAQikjOmQfaV8GHgPvqQ3EAc3UGPaVe1NbVFff5S3P3PZ0I4\nMWPaQ8X+MAAAREB1tbcHT/Jay6qqcj5CvnJipVqXt3oPNatBFf0rEgf05ioqu/+Rf5GcMaWvBH6Q\nL24gju6IZI9pvK0s/hMvUnMQL0rTbUcFnwnhFMnCtCA4SAoAcufQQu4AshfJwrQgfSW1tfl/DhQE\nfUhuII4lJsNuanpMeybTCWIqJ1aqYVaDTINR5cTKQg+toPhMCKdIFqaRx0wEAERWy7gW2TqrujF1\nsnW2Q39p8m79qO7iR3FFsjCNfF8Jp5TzJfL54gji6I5I9pgicHwmhFMkC1MAAACETyQLU199JVVV\n3qL68Z+qqvwNDKFEH5IbiKM76DGNriDXS+UzIZwiWZj60tzsLc1RV+f9y25wAACKgvVS3RfJwjQS\nfSUc4BSYSORLBBBHd3TuMa2cWCnTYCJzNDmCwWdCOEWyMI0EZnYBRAQLxgPuiGRhmlNfCQvmRxZ9\nSG4gjg6orpaMUfn55/OZjB7jMyGcIlmY5oQF8wGguJJPy9mDU3IiB/X13gHADQ3ev/X1kmijQPAi\nWZjSVwI/yBc3EEd3EMsiqK/3vhDccov3b6wwLeU2CvIonCJZmAIAgByw9xB5FsnClL4S+EG+uIE4\nlohYH2lil3GKXtLOscx07nf4k/y7c/33yGdCOPUp9gAAAEiI95HGGdPtXeLneq9/ql71Y+vzNLBo\naBnXwu8RRRXJGVP6SuAH+eIG4ugOYokgkEfhFMnCFAAA9Fw2bRRBnkYU7ovkrnz6SuAH+eIG4uiA\nqipvHdP4/6PosmmjCOtpRPlMCCdmTAEApaG52es/ratz/+x2nU8rHSvKEz95LMyry6sDeZzkNU6d\nWN+UU30XRCQLU6f7SjId0ZrF0a7oyul8iRDi6I62gQOLPYT861x4Jxfl1ua1MK+tqQ3kcZLXNA3j\n+qa+PxNc/zIUEpEsTJ2WfGaUzmdHyXQdAKD4ApxAYBktlCJ6TIFukC9uII7uKF+8uNhDyJ8clstK\nJ97/idT4TAgnZkwBAE4IqjcyKvh9IYwiWZjSa5YGjd0pkS9uII7uSNdjGlRvZFRE/ffFZ0I4ZV2Y\nGmPKjDHD8jkYFBmN3QAAoIi6LUyNMRsaY+6V1Crpothl1xhj3jPGzI39u8YY8+18DzYoTvWVMMuZ\nd07lS4QRR3c43WOKguEzIZyymTFtl3SNpAviF1hrz7XWDrPWDpd0mKRXrbVz8jRGZMIsJwBkFNoz\nDzGxAHTRbWFqrV1urX1S0to0Nzld0s2BjirP6CuBH+SLG4ijO/yuY5rxzEPFLA5zmVgI6frTpXgg\nFZ8J4dSj5aKMMX0kHS9pl2CGAwBAMConViYWdm+Y1aCK/hVdl1Aqtb1OtbXFHkFKUT+QCsHp6Tqm\nR0qaba39KtWVQ4cO1fjx41VWViZJGjVqlEaPHp3o64h/W2E7/XZNeY2a2pokSTXlNWpra+t4+4ED\nFe+SaWtrk2pq0m8fcog0cqTKm5rWbSc/3sCBHbdD8PrZZjuo7fhlYRkP22m2pczb5eUqX7w4q8fb\nou8WapVXmNaU1yhZpseXpDtfvlMHb3twfl9v589vSeWxU4+21dSs287X8+d5u9u/Xzk8flxQ4/X1\neKniFaLfd5i3Z8yYodmzZyfqwUyMTV7IN9MNjTlV0t7W2jOTLntI0p+ttU+luY/N9vGRmmnouLiy\nrev0+6yv934SdzBdF2fuHIPO9+nucgAolJ58hnV+qIaui9N3+xkav/ipetWP7f45eiTT63Dg87jb\nv185KEhc0j55fcnHJCyMMbLWpjx7hN91TBMPYoypkjQkXVEaZp2/KUVemlPgVU6slGkwiZ/KiZVF\nHWaxkC9uII7u8NtjGjoBnnYUueMzIZy63ZVvjBkg6TVJAySVGWPGSDpD0v6Sbs3v8FAQaU6BF+/N\niuu8DQDIQYCnHQVc021haq1dJinVwvqzgh9OYST3nAHdySlfGhtDe5BCVPG+d0cg65hWV3sFouTN\nXFZVld6BUOgRPhPCqacHPwFIhT9wQLgxawmEkt8eUyfQVwI/yBc3EEd3FLXHlEXxncFnQjgxYwpv\nF1bybEFseRIAiJpu1z5lbwiQV5GcMaWvpJPmZm+XVl2d9y8fvB2QL24gju4o33jjvD02B31GRzE/\nE0J7mtwQiGRhijRYsiSc2HUIdJTHAwsr+lek3maJJwQo42lyIy6ShanTfSXx3fLxHz+75TmKPKWi\n5wsz2IEoehwRmGxjmbbIzKBlXItsnVXdmDrZOrtuN378YKn4T/yIfpQsPhPCKZKFqRPSfXtnt3xk\nsCsIyCxtkYlwYy9RpEXy4Ccnes16stQJu6B8CWu+sCvIn7DGEf4RS8cVaEKFPAqnSBamkZCp+GSX\nff4kL9rd2Jj4gE0+0ldS1yN9AQBANHflR6KvhOIzML7yJbkPLakHjSN9iy8S7/uIiEQs2bOVd5HI\noxIUycIUABAS9BOmxuQCIiqSu/LpK4Ef5IsbiGNI5dBP6DeW1eXVXS/0e2IRTkTiHD4TwokZUwCA\n02prarteGF/BJP7TXYHMiidAQUSyMKWvBH6QL24gju4glggCeRROkSxMAQDIJOXufwB5R48p0A1f\n+ZLch0YPWqjwvndHIWKZcvd/GiwHl6PGxqIe5MVnQjgxY4q0cjmdX+Ql96HRg4YscAav0sdycDni\nMxIpRLIwpa8kOz06nZ9DS8CELV8qJ1bKNBg1zGqQaTCqnFhZ7CGVhLDFMY4zePkX1liih9Kdalv5\n+dwrSB6l+FtYObGSz+8MIrkr3wlhX7qEb8J5w+wMACdlONV2yX7upfhbmDz2knkdBRTJGVMn+kpK\ndOmSUtxt6US+gDg6hFgiCORROEWyMEXxsNvShwy7tQCgZJXaZ1upjbfERbIwLaX+pOQDjop18FGq\nZVPi/T7xH5f7ZNLmS777aOO7teI/Cxbk9/kcV0rve2RW1FhSlGQtDH+/Msk6j3L5LKaYzVkkC9NS\nknwAUrGWH0m1bErafp8ovRlLpH0CQIA4h33W0v79KtFWNF+YWMhZJAvTUuwrKZnFnh18M5bfd1/H\nC+rrOxbf9fXFGBZ8KsX3PVIjlghC2jxyaFWZUhTJwrQU+VnsGQHr/G2+vr7jt30KUwDIq+7W1Q70\nwFoXZ3BLSCSXi2pra+Mbd4ElnxmlYVZDSZ0ZpW3gQPnOFpdbGEoU73t3EMvoif+9qH+qXvVj67tc\nn8uBteRRODFjioIo2TXockUfGgAErmTa2pCzSBamTn1DYmYu78oXLy72EBAAp973YZWmNy/o9YuJ\npaPiJ46J/6Q4cUyQbW2u5FEprg+eSSQLU6cwM5daEH8go7TCAArOyVPLpunNY/1iZCV+tH78J4te\nTyffRz659v6KZGHKeoYREMQfyNgKA22LFzuzwkCUhe19H7n2lgCFLZYonp68j8ijcIpkYYo8ymJX\nTDrF3B3h2q4QAEDh8DckOJEsTF3pKwmlHiycXMzdEZmem3xxA3F0B7FEEILMo4L8/YrI+qqRLEyB\n0Ij3scZ/Auhj5Zt7SLn8R4V+7NTy8P5GhEVkfdVIFqb0lcCPvOZLHs6U5VojfFCK/r53+Y9Kgc/4\nVvRYZsvBM+G5pGTyKGIiWZiiAAoxM5BqBirNzE2xj9zs7qwlKaXp183psYCwSTfL2oM+daDQiv23\nxUWRLEzpTyqAQixjlWoGKs0MRU+O3AwiX1rGtcjWWdWNqZOts9md9SpNv25OjwXe92GTbjYxiz71\nko8lxbenyK0NXfIoh5YUVtcIXiQLU/Qcs3YAkKMeHCTqlLCtw53uyxJfJAoqkoUpfSU9F6VZuyDz\npcvp9Hrwgcep+fzhfV8clRMrA9/NSSwRhKzziC8SBRXJwhThUuwenbR/OONF4377BfYtucvp9Hrw\ngRfkqfmi4OF5Dxd7CJGUvGuT3ZxAevG/hfGfqParRrIwLfn+pBKUadd/oD06Qe5yiRWN5Ucdlbpo\nLFR/FEvMBOKdZe8UewgICJ/hpSWse3fymkc5/C2iX9UTycIUhVewXf85zEC2jGvJbVyF6o8KWx8W\nAPgQyb077P7PWSQLU/qTHFBdXbDFvNtGjMjr46MwBpqBxR5C/rm0iH+G93XYPsPT7hHqbtaMvSFF\n5TuPiFdBRLIwhQOSj57M96LVBx+c38cHghLkrEyxi9wS2lOQdo9Qd7NmJfQaIeJVIJEsTOlPgh/k\nixsW28XFHkJpyVDkFvu0t7wnEQTyKJwiWZiieMLaBO+CYq9uAH+yWgu42LOWaXDaWyB3ye911gDv\nKpKFadj6k0qZ30KzWE3wPTkhQKnkC0d0Zha2HtOsDgjkgImUSuU9iXDrkkc5HEmfy9+WnA+4jYg+\nxR4ASlupHG3Jmx8AkFH8i2B9vfeThfjflvqn6lU/Nrv7ILNIFqb0lZSYxsaiNp2TL24Ia4+pn70O\nlRMrO8yEV/SvKN0vXfHZqeTtLPGeRBDIo3CK5K58hEu3u0LYnQmHpdzrUF3tFW2dlkRzql3DwXUe\n6aEHei6ShSn9SeGSl8X3fa43l+kPCvnihrD1mGaUvBxaQEuiFftI+iCF9T1ZKq1N8IQ1j6IukoUp\nIsDnrv+o/EFxqTgpiGIdFR/kqXVjOJIe6OThh1NfXoCF9H3NrqfZg+KqSBam9JXAD5fyJcrFSU49\nprnsXg6imHVwN3daOfyRdek9ieIpf+ed1FcU4JgGX5MhediDEmaRLEwBIHDxWY3TTus4q1GKsx0F\nPOUvZ9MBkCySR+W3tbXxjRtZI1/ckPce0/isRlz8iPN0l4dZ8phDOF7ekwhC28CBIovCJ+sZU2NM\nmTFmWD4Hg2jr0nNTijNNCJ34GbEamxrdPSMW75VwIx7hEn+/NDYG9n4JYkWGtCvU5KHnPMy6nTE1\nxmwo6VZJ+0u6U9KZscu3lHSTpB0kLbTW7p3HcQaKb9rh1KXnJiQzTeRLaYsvqdTU1tRh2ykhea8U\nSsm9J2lXCJfY+yWRRQG8X4I4gDbtYv0ZFv6Pr23cMKuhtNc1TpLNrvx2SddIekDSXkmX3y7pBmvt\nNGPM+vkYHCKuBwtwA/AkL8pfjD9eFf0rEs/PecGBYCV/0XblS3e3u/KttcuttU9KWhu/zBiza+y6\nabF/V+VthHnA2mUlIiRHJpMvbqgpryn2EIqi2Ivy5+O84LwnEQTyKJxyPSq/RtInxphHjDH/NcZc\nGOSgACDU/CwJ1ZP+sJD1Jsb7dRtmNbjbrwsEKWTv4VKQa2G6uaTtJB0raR9JPzfG7BTYqPKs5PqT\nUFSlki+ZTu1KQbGuxzQQfmbvezLzH7LexGLPvsaVynsS4VaQPArZe7gU5Lpc1GeSnrbWfiVJxphn\nJQ2X9GbyjYYOHarx48errKxMkjRq1CiNHj06kQzxaXS22c64LXW9vqpKbSNHetuxGajQjLdI23NO\nn9Pl+viyOq3LWxO7spvamtS6vLXo4y3Udlzy6+9y+8ZGtR19dNf7Jy0n0+3zHXKINHKkypua1m0n\nLWvUNnBgx+0cXk9NeU1i/J1bE3r0+jNtJz1+Ls9fXl6u6vLq0OQD225tx+Wc36W0neLzqPPrV6fr\n72u+T7U1tUUf/4wZMzR79uxEPZiJsclHcma6oTGnShptrT3DGDNI0v+T9B15xe3zkg6z1r7f6T42\n26fOEL4AABCoSURBVMcvpPgfa5SIFEciZrw8YAXJl8bGvH6zNg1djzq1deF7bwai0+8y/tqTi6ou\nr71zLlVXdzy7SlWVN9OZ7vJMj9Xd5T6kjaMxXY/Kj213F/vGpsauRxQnP142j5XN7yVAfIYjLqfP\ntlhOJ/Ko8/unyLoclZ+4or7LZ0jn19/5tad9rCIzxsham3I5hGyWixog6TVJAySVGWPGSDpD0kRJ\nL8du9n+di1IAPrC7JzhBFEQ9WSy/xHrKAjlNbYblbADAj24LU2vtMkmpFtafJWlK4CMqAL5pww/y\npUQkz9o1NHSZtUvZY5p8n8bGdbfvyVJlIfuSkbxcU3y7W8mvP+m15/RYecB7Et1JXiZNUspl0sKa\nR0Es1l/Kcj34CQDCJT6bGf9J3rWczX2Sbx+SpcqC0DKuRbbO+luyqbk55WvP6bGAIgjLgXq5CGKx\n/lIWycK0c9MwSlSBdpmSL24IZB3TiJ0a0Dfekygh5FE4RbIwhSNCtssUEeDQTGpe8J4E0EO5LhdV\n0sLaV4JwIl/cEOg6pg4o9qlKe4L3JIJAHoUTM6YAEEGl3IMHwF2RLEzpK4Ef5Etpix85Hu8xLdaR\n5GFbRirTmcIkhW68yXhPIggll0chfk8GKZK78gFER3z39J0v36kfjfpR8QYSsv7L+O8l7QLcGcYb\n9eVsEB5hWcKsIEL2GZIvkSxM6SuBH+SLG4palDqm2MvZ8J5EXLdfsDIgj8IpkrvyAQAAED6RLExL\nrq8EReVCvnTbTxgBKeOYvC4pa5KWDBfekyg+F/Io+bM8+f8rJ1bKNBg1zGqQaTCqnFhZjOHlJJKF\nKRA1nLEnjeR1SVmTFChZUe17bhnXkvJzvZRX3YhkYUpfCfxwKV+i+uEtdRPHiBzt6gqX3pMIRi59\nz+RROEWyMAWiKt2Hd2NTY0HHETp+j3YtwUI2yl9KgA44tXCoRbIwdaGvBIUThXxpbmsu9hDyLtA4\nluCyLcU+kj5IUXhPIo9iLTxtV13FqYVDKJKFKQCUorQHsTEDBPhXWToHBEUJ65gC3SBf3OBCHOMH\nNzQ2NXacAe3BjE8p7uJ3IZYovvIfsbZxGDFjCgDphLSXNMjd8i7t4gfiWCKvdEWyMKU/CX6QLwXQ\n2Jj3p8gpjiXYSxoFvCfRnWyWyCOPwimSu/IBeConVibWt2uY1aCK/hXFWeOUgw8AAIrojCn9SfDD\n5Xwp5UWY/XI5jlFDLBEEV/KoFPvEM4lkYQqgxBVg1z8AlALX+sQjWZjSVwI/yJcQymHXP3F0B7FE\nEMijcIpkYQoAAIDwiWRh6kpfCQqDfCmiAHfZE0d3EEsEgTwKJ47KBxBefnbZx89+lLwNACgpkZwx\npa+kxBR5kXPypUTEzn+turqU578mju4glggCeRROkSxMUWJY5BwAgEiIZGFKXwn8IF/cQBzdQSyR\nrUxrfJJH4RTJwhSAw0J6fnsAhefaGp9REMnClL4S+EG+hEx1tdTQ4B3olKoITdP6QRzdQSwRBPIo\nnDgqH0BpWbDAO7hJ6ngUPgCg5EVyxpS+EvhBvriBOLqDWCII5FE4RbIwBQAAQPhEsjClrwR+kC9u\nII7uIJYIAnkUTpEsTAEAABA+kSxM6SuBH+SLG4ijO4glgkAehVMkC1MAAACETyQLU/pK4Af54gbi\n6A5iiSCQR+EUycIUQEhUV3trkWZaMB8AEBmRXGCfvhL4Qb7kUfJi+VJeF8wnju4glgiCy3lU0b9C\nrctbO2yXikgWpgBKWFXVugK2qqq4YwGAEGoZ1yJJqn+qXvVj64s7GJ8iuSufvhL4Qb4UQaZd/M3N\n0i23eDOtzc1ZPyRxdAexRBDIo3BixhRA+HS3i7+2tqDDAQAURiQLU5f7ShA88qUIknfXx7d7iDi6\ng1giCFHIo+ry6g7blRMru/Sexnf7h0Ukd+UDCLnmZm/GtK7O9y57AICntqa2w3ZyUZpqOwwiWZjS\nVwI/yBc3EEd3EEsEgTwKp0gWpgAAAAifSBamUegrQXDIFzcQR3cQSwSBPAqnSBamAEoEZ4ICgEiJ\nZGFKXwn8IF+KKMBloYijO4glgkAe+dPY1FiQ54lkYQoAAIAUGhtTXtzc1lyQp49kYUpfCfwgX9xA\nHN1BLBEE8iiNIi/PF8nCFAAAAOETycKUvhL4Qb64gTi6g1giCORROEWyMAVQBGn6lgAAiMu6MDXG\nlBljhuVzMIVCXwn8IF8CkqpvqapKMmbdT1VV3p6eOLqDWCII5FE4dVuYGmM2NMbcK6lV0kVJl682\nxsyN/UzL5yABlLjqaqmhwSs+k9cmbW6WrJXq6rx/i9x0DwAormxmTNslXSPpgk6XL7TWDo/9nBj8\n0PKHvhL4Qb4EYMECr/C01vv/IiCO7iCWCAJ5FE7dFqbW2uXW2iclre10lcnPkABEDmd4AgCoZwc/\nfcsY854x5nFjzG6BjagA6CuBH+RLAQR4hqd0iKM7iCWCQB6FU59c72it3ViSjDHHSrpX0jZBDQoA\nAADFVzmxUq3LWyVJDbMaVNG/Qi3jWvL2fDkXpnHW2n8ZY643xmxkrf0q+bqhQ4dq/PjxKisrkySN\nGjVKo0ePTnxLifd3FHo7flmxnp/t0tqOXxaW8QS5XVNeo6a2JklSTXmNkuXt+fP9+Gm2P/roIw0Y\nMCBUv3+2c9vu/N4s9njYLs3tZcuWaeuttw7NeAqxHRf/vI9//me6f+vy1g63b13e6vv5Z8yYodmz\nZyfqwUyMtbbbG0mSMeZUSaOttWcYYzaRtMZau8QYc6ikK621I1Lcx2b7+IXU1taW+GUB3XE5X0xD\n11ZxW5eH96wx3oFPnf+/gFyOY9QQSwQhinmU1Wd+fb334+c+fsdhjKy1KY9V6nbG1BgzQNJrkgZI\nKjPGjJF0taQLjTFrJX0q6fgejbDAopaI6BnyxQ3E0R3EEkEgj8Kp28LUWrtMUqqF9f8W/HAAAAAQ\nVZE8JWnnXgsgE/IljRI7xShxdAexRBDIo06qq71Wq4aGoi7hF8nCFEAA0p2lqcQKVgCAQnEiFCmi\nhSl9JfAj0vmSS5EZ0tOKRjqOjiGWCAJ5FE6RLEwBZCmkRSYAwE2RLEzpK4Ef5IsbiKM7iCWCQB6F\nUyQLUwAAAIRPJAtT+krgB/niBuLoDmKJIJBH2anoX5FxO2g9PiUpAAAA3NQyrkWSVP9UverH1icu\nr5xYqdblrYntiv4Vidv2RCRnTOkrgR/kixuIozuIJYIQxTzKOPtZVeWtY2qM9/+dVJdXd9hOLkpT\nbecqkoUpAABA1LSMa5Gts6obUydbZzvOcDY3e2uY1tWlXJGltqa2IGOMZGFKXwn8iGS+JJ8BxJii\nngUkKJGMo6OIJYJAHqVR5M97ekwBdBU/A0icMcUbCwCgcGpri/r0kZwxjWJfCXLncr4U+mjLYnI5\njlFDLBEE8iicIlmYAvBk7DdKJ91ufgd3/wMACiuSu/LpK4Ef5EsnJbqbnzi6g1giCORRODFjCsCf\n5CVFkpcVST6i09qOR3V2swwJAABSRAtT+krgB/nSSaYCNNN9/Nw+D4ijO4glgkAehVMkC1MAAACE\nTyQLU/pK4Af54gbi6A5iiSCQR+EUycIUQAA46h4AELBIFqb0lcAP8iWNIi/C7BdxdAexRBDIo3CK\nZGEKoAiYYQUAdCOShSl9JfCDfAlIkWdYiaM7iCWCQB6FUyQLUwAAgKiqLq8u9hDSimRhSl8J/CBf\n3EAc3UEsEYQo51FtTW2xh5BWJAtTAAAAhE8kC1P6SuAH+eIG4ugOYokgkEfhFMnCFAAAAOETycI0\nyn0l8C+S+VJVJRmz7qeqqtgj6rFIxtFRxBJBII/CKZKFKYBuNDdL1kp1dd6/zc3FHhEAIAIiWZjS\nVwI/yBc3EEd3EEsEgTwKp0gWpgAAAAifSBam9JXAD/LFp5CeepQ4uoNYIgjkUThFsjAFkEdFPvUo\nAKB0RbIwpa8EfpAvbiCO7iCWCAJ5FE6RLEwBAAAQPpEsTOkrgR/kixuIozuIJYJAHoVTJAtTAFkK\n6YFMAAA3RbIwpa8EfkQ6Xxw6kCnScXQMsUQQyKNwimRhCgAAgPCJZGFKXwn8IF/cQBzdQSwRBPIo\nnCJZmAIAACB8IlmY0lcCP8gXNxBHdxBLBIE8CqdIFqYAAADIXUX/iozbuYpkYUpfCfwgX9xAHN1B\nLBEE8qhnWsa1yNZZ1Y2pk62zahnXEsjjRrIwBQAAQPhEsjClrwR+RCFfqsuriz2EvItCHKOCWCII\n5FE4RbIwBdBRbU1tsYcAAEA0C1P6SuAH+eIG4ugOYokgkEfhFMnCFAAAAD0XdCuYsdYG+oAdHtwY\nm8/HBwAAQGkxxshaa1Jdx4wpAAAAQiGShSl9JfCDfHEDcXQHsUQQyKNwimRhCgAAgPChxxQAAAAF\nE0iPqTGmzBgzLLhhAQAAAOt0W5gaYzY0xtwrqVXSRZ2u28QY02KM+V2+BpgP9JXAD/LFDcTRHcQS\nQSCPwimbGdN2SddIuiDFdZdLeiXQERXA7Nmziz0ElBDyxQ3E0R3EEkEgj8Kp28LUWrvcWvukpLXJ\nlxtjvidptaQX8jS2vHn55ZeLPQSUEPLFDcTRHcQSQSCPwimno/KNMWWSGiT9WlLK5lUAAADAj1yX\ni2qQ9Ddr7ZIgB1MoK1euLPYQUELIFzcQR3cQSwSBPAqnrJeLMsacKmlva+2Z/7+9O3ixqozDOP59\nKrFsBBsmCAKHIBLDhQs30qJVkf9AbRLchLQpFwVSC6EgkBDUhVTLNkYQQm2G2Uj9AVaLQaZIw1YD\nk6soqODn4twix5mxO3J9z7nz/axeLtxzHzj3wnPPvef9JbkBrNJdLX2C7n+ob1XVxTXPca8oSZIk\n3Waj7aIeGvM4GR1s778PJKeAv9aW0s1eVJIkSVrrrsU0yQzwLTADPJzkeeC1qvp60uEkSZK0fUx0\n8pMkSZL0f2315qfBcXKVtsr3jiRJ98fUF9P1JlclmU3yWZIfkvyY5JW2KdVHm00903Ak2Znk4yTL\nSa4nOdE6k8aXzuLoPF5N8kLrTBquJDuSLCX5pHUW3W7qiynrT656HLhQVc8ALwEfJXmwRTj12mZT\nzzQcjwILVbUPOAScTPJk40waU3X/Ozs6Oo8ngA8aR9KwvQNcbx1Cd5r6Yrre5KqqWq6qb0brn4A/\ngUcaRVRPbTT1TMNSVTer6tJo/SvwC7CnbSptRVWtjJbzwHcts2i4kuyn+5L6eessutPUF9O7SXIE\nuFJVv7XOImmykhwAdlbVUussGl+St5Os0l0xfa91Hg3WOeBNnFzZS9u6mCZ5GjgNHG+dRdJkJZkD\nPgWONY6iLaqqD6tqDngXWGydR8OT5HXgclVda51F6xt3g/2pkWSe7jL+0aq60TqPpMlJ8hjwFXCy\nqq60zqN7U1WXkpxPMltVN1vn0aC8CswkeRmYBXYlWa6qM41zaWS7FdMAjG58+IJuUMD3bSNpIPzJ\nZ6CS7Aa+BN6vKq+yDVSSp4Dfq2olyWHgD0upxlVVz/2z/s+odUtpj0x9Md1gclWAOeBikgAFPFtV\nf7dLqr5x6tnUeAM4CJxNco7u8/5iVf3cNJXGtQdYSPIA3RZubvMnTSEnP0mSJKkXtvXNT5IkSeoP\ni6kkSZJ6wWIqSZKkXrCYSpIkqRcsppIkSeoFi6kkSZJ6wWIqSZKkXrCYSpIkqRcsppIkSeqFWwpd\nS3SE1Gp0AAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1a5ed83dbe0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#查询股票最后100个交易日K线数据，后向复权\n",
    "k = s.getKData(Query(-100, recoverType=Query.BACKWARD))\n",
    "k.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
